Dr. Soumya Ghose Profile

Dr. Soumya Ghose

Principal Scientist at GE HealthCare

SPIE Involvement:

Author

Area of Expertise:

Segmentation , Pattern recogntion , Image processing , Registration , Machine learning , Deformable models

Websites:

Company Website

I am pursuing my PhD in medical image analysis in a Cotutelle program between University of Girona (Girona, Spain) and Univeristy of Burgundy (Burgundy, France). My research interests are in developing deformable and statistical models for medical image segmentation. I expect to defend my thesis in September 2012. I am funded by Generalitat de Catalunya, Spain and Conseil Regional de Bourgogne, France. My PhD supervisors are Dr. Arnau Oliver, Dr. Robert Marti and Dr. Jordi Freixenet in University of Girona and Prof. Fabrice Meriaudeau in University of Bourgogne.

Proceedings Article | 2 April 2024 Presentation + Paper

Radiomics-guided 3D CNN-vision transformer (Rad-CNNViT) ensemble to diagnose pulmonary sarcoidosis from CT

Jianwei Qiu, Jhimli Mitra, Camille Dumas, Brion Sarachan, Soumya Ghose, Marc Judson

Proceedings Volume 12926, 129260J (2024) https://doi.org/10.1117/12.3005429

KEYWORDS: Radiomics, Pulmonary disorders, Lung, Feature extraction, Diagnostics, Deep learning, Transformers, Image classification, Education and training

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Proceedings Article | 13 March 2024 Presentation

Automatic photoacoustic and ultrasound Doppler imaging of human hand rheumatoid arthritis: a longitudinal study

Xiaorui Peng, Grigorios Karageorgos, Jianwei Qiu, Soumya Ghose, Zhanpeng Xu, Zhaoyuan Yang, Aaron Dentinger, Siddarth Ragupathi, Janggun Jo, Nada Abdulaziz, Girish Gandikota, Guan Xu, David Mills, Xueding Wang

Proceedings Volume PC12842, PC1284203 (2024) https://doi.org/10.1117/12.3000365

KEYWORDS: Doppler effect, Photoacoustic imaging, Arthritis, Ultrasonography, Diseases and disorders, Photoacoustic spectroscopy, Tunable lasers, Imaging systems, 3D acquisition, Target acquisition

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Proceedings Article | 9 March 2023 Presentation

Longitudinal study of rheumatoid arthritis development in rodent model by photoacoustic and Doppler ultrasound

Xiaorui Peng, Zhanpeng Xu, Aaron Dentinger, Steven Gray, Soumya Ghose, Shivangi Kewalramani, Janggun Jo, Nada Abdulaziz, Guan Xu, Girish Gandikota, David Mills, Xueding Wang

Proceedings Volume PC12379, PC123791D (2023) https://doi.org/10.1117/12.2650248

KEYWORDS: Arthritis, Ultrasonography, Photoacoustic spectroscopy, Doppler effect, 3D modeling, Tunable lasers, Inflammation, Imaging systems, Image segmentation, Bone

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Proceedings Article | 16 March 2020 Presentation + Paper

Automatic brain structure-guided registration of pre and intra-operative 3D ultrasound for neurosurgery

Soumya Ghose, David Mills, Jhimli Mitra, L. Scott Smith, Desmond Teck-Beng Yeo, Alexandra Golby, Sarah Frisken, Thomas Foo

Proceedings Volume 11315, 113150J (2020) https://doi.org/10.1117/12.2549630

KEYWORDS: Ultrasonography, Image registration, Brain, Tumors, Image segmentation, Magnetic resonance imaging, Surgery

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Proceedings Article | 16 March 2020 Presentation + Paper

Patient-specific deep deformation models (PsDDM) to register planning and interventional ultrasound volumes in image fusion-guided interventions

Jhimli Mitra, Michael MacDonald, David Mills, Soumya Ghose, L. Scott Smith, Shourya Sarcar, Desmond Teck-Beng Yeo, Clare Tempany, Bryan Bednarz, Sydney Jupitz, Thomas Foo

Proceedings Volume 11315, 113150Y (2020) https://doi.org/10.1117/12.2549352

KEYWORDS: Image registration, 3D modeling, Ultrasonography, Liver, Motion models, Magnetic resonance imaging, 3D image processing, Computer programming, Data acquisition, 3D acquisition

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Proceedings Article | 14 February 2012 Paper

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy

Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Martí, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Vilanova, Josep Comet, Fabrice Meriaudeau

Proceedings Volume 8314, 83143M (2012) https://doi.org/10.1117/12.911176

KEYWORDS: Prostate, Biopsy, Magnetic resonance imaging, Image segmentation, 3D image processing, Tissues, Prostate cancer, Statistical methods, Magnetism, Shape analysis

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Proceedings Article | 14 February 2012 Paper

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI

Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Vilanova, Fabrice Meriaudeau

Proceedings Volume 8314, 83140S (2012) https://doi.org/10.1117/12.911253

KEYWORDS: 3D modeling, Image segmentation, Prostate, Data modeling, Magnetic resonance imaging, Image registration, 3D image processing, Statistical modeling, Affine motion model, Principal component analysis

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Proceedings Article | 11 March 2011 Paper

Prostate segmentation with local binary patterns guided active appearance models

Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Joan Vilanova, Fabrice Meriaudeau

Proceedings Volume 7962, 796218 (2011) https://doi.org/10.1117/12.877955

KEYWORDS: Image segmentation, Prostate, Signal to noise ratio, Binary data, Tissues, Principal component analysis, Speckle, Image registration, Magnetic resonance imaging, Data modeling

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